Hi 👋, I'm Arinze Obidiegwu
Building production ML systems and quantum circuits.
ML Engineer & Systems Architect at Gallarus Industry Solutions, building edge-native predictive maintenance for regulated manufacturing. Published quantum computing researcher — GECCO 2026 (ACM). First Class Honours MSc in AI & ML, University of Limerick.
My Skills
Technical Proficiencies
Software Engineering
Full-stack systems across Python, TypeScript, .NET, and React. I architect production APIs (gRPC, REST), design database schemas, build real-time data pipelines (MQTT, WebSocket), and deploy to edge and cloud infrastructure with Docker and Terraform.
Machine Learning
Production ML for industrial predictive maintenance — anomaly detection, failure prediction, time-series forecasting, and performance optimization. Full model lifecycle: automated training, versioning, drift detection, SHAP explainability, and acceptance-gated promotion.
Quantum Computing
Hardware-aware quantum circuit synthesis for NISQ devices. I use Grammatical Evolution to evolve Grover circuits that survive decoherence on real hardware — validated on the 133-qubit IBM Heron processor with up to 96.9% fidelity. Published at GECCO 2026 (ACM).
Evolutionary Algorithms
Grammatical Evolution for automated program synthesis. I design BNF grammars and fitness landscapes for structure-learning problems — evolving circuit topologies rather than optimizing fixed parameters. Applied to quantum circuit synthesis with the GRAPE/DEAP framework.
Researcher
Published at GECCO 2026 (ACM). Research focus: hardware-efficient quantum algorithms via evolutionary computation. Worked at the BDS Lab at the University of Limerick under Prof. Conor Ryan.
BLOG
Read My Latest Articles
RESEARCHES
My Research Papers
Robotics to Understand Human and Animal behaviour
Co-author
MY PROJECTS
Catch A Glimpse Of My Work
CERTIFICATIONS
My Certificates
Dedicated to professional growth, I actively acquire new certifications to stay at the forefront of technology.
AWS Academy Graduate - AWS Academy Machine Learning Foundations
Amazon Web Services (AWS)
AWS Academy Graduate - AWS Academy Cloud Foundations
Amazon Web Services (AWS)
Basics of Quantum Information
IBM
IBM Quantum Challenge 2024 Achievement
IBM
